| Secure Data Sharing With Flow Model | Sep 24, 2020 | BIG-bench Machine LearningImage Classification | CodeCode Available | 0 |
| Explanatory machine learning for sequential human teaching | May 20, 2022 | BIG-bench Machine LearningInductive logic programming | CodeCode Available | 0 |
| A Locally Adaptive Interpretable Regression | May 7, 2020 | BIG-bench Machine LearningEconometrics | CodeCode Available | 0 |
| (De)Constructing Bias on Skin Lesion Datasets | Apr 18, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| PATE-GAN: Generating Synthetic Data with Differential Privacy Guarantees | May 1, 2019 | BIG-bench Machine LearningSynthetic Data Generation | CodeCode Available | 0 |
| Learning Generalizable Device Placement Algorithms for Distributed Machine Learning | Dec 1, 2019 | BIG-bench Machine LearningReinforcement Learning | CodeCode Available | 0 |
| Automatic Identification of Traditional Colombian Music Genres based on Audio Content Analysis and Machine Learning Technique | Nov 8, 2019 | BIG-bench Machine LearningCultural Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Learning Gradual Argumentation Frameworks using Genetic Algorithms | Jun 25, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 0 |
| Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science | Mar 20, 2016 | Automated Feature EngineeringAutoML | CodeCode Available | 0 |
| Agent-Based Model Calibration using Machine Learning Surrogates | Mar 30, 2017 | BIG-bench Machine Learningmodel | CodeCode Available | 0 |
| Tunability: Importance of Hyperparameters of Machine Learning Algorithms | Feb 26, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| A Generic Multi-modal Dynamic Gesture Recognition System using Machine Learning | Sep 16, 2018 | BIG-bench Machine LearningGesture Recognition | CodeCode Available | 0 |
| Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning | Jul 16, 2016 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Quantum Model Learning Agent: characterisation of quantum systems through machine learning | Dec 15, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification | Sep 4, 2019 | Acoustic Scene ClassificationBIG-bench Machine Learning | CodeCode Available | 0 |
| Exploiting Parallelism Opportunities with Deep Learning Frameworks | Aug 13, 2019 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| COLOGNE: Coordinated Local Graph Neighborhood Sampling | Feb 9, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 0 |
| Measuring Compositional Generalization: A Comprehensive Method on Realistic Data | Dec 20, 2019 | BIG-bench Machine LearningQuestion Answering | CodeCode Available | 0 |
| Learning Invariances for Policy Generalization | Sep 7, 2018 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Measuring Compositionality in Representation Learning | Feb 19, 2019 | BIG-bench Machine LearningRepresentation Learning | CodeCode Available | 0 |
| Exploration of Parameter Spaces Assisted by Machine Learning | Jul 20, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 |
| COLA: Decentralized Linear Learning | Aug 13, 2018 | BIG-bench Machine LearningCoLA | CodeCode Available | 0 |
| ExploreKit: Automatic Feature Generation and Selection | Jan 1, 2016 | Automated Feature EngineeringBIG-bench Machine Learning | CodeCode Available | 0 |
| Measuring Dependence with Matrix-based Entropy Functional | Jan 25, 2021 | BIG-bench Machine LearningOutlier Detection | CodeCode Available | 0 |
| Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter | Oct 13, 2020 | BIG-bench Machine LearningCloud Computing | CodeCode Available | 0 |
| Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security | Oct 8, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Decoding machine learning benchmarks | Jul 29, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Stealing Machine Learning Models via Prediction APIs | Sep 9, 2016 | BIG-bench Machine LearningLearning Theory | CodeCode Available | 0 |
| Exploring helical dynamos with machine learning | May 20, 2019 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 0 |
| TensorNetwork: A Library for Physics and Machine Learning | May 3, 2019 | BIG-bench Machine LearningTensor Networks | CodeCode Available | 0 |
| TensorNetwork for Machine Learning | Jun 7, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking | Oct 29, 2019 | BIG-bench Machine LearningFact Checking | CodeCode Available | 0 |
| Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning | May 1, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| Boosting insights in insurance tariff plans with tree-based machine learning methods | Apr 12, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Learning Mechanically Driven Emergent Behavior with Message Passing Neural Networks | Feb 3, 2022 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Measuring the quality of Synthetic data for use in competitions | Jun 29, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Quantum Neuron: an elementary building block for machine learning on quantum computers | Nov 30, 2017 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 0 |
| Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery | Mar 1, 2022 | BIG-bench Machine LearningSensitivity | CodeCode Available | 0 |
| P-CRITICAL: A Reservoir Autoregulation Plasticity Rule for Neuromorphic Hardware | Sep 11, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 |
| eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys | Feb 27, 2017 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 0 |
| Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification | Sep 12, 2019 | BIG-bench Machine LearningBinary text classification | CodeCode Available | 0 |
| Quantum One-class Classification With a Distance-based Classifier | Jul 31, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Automatic Gradient Boosting | Jul 10, 2018 | AutoMLBIG-bench Machine Learning | CodeCode Available | 0 |
| Extending Defensive Distillation | May 15, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Decoding Generic Visual Representations From Human Brain Activity using Machine Learning | Nov 5, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A General Machine Learning Framework for Survival Analysis | Jun 27, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| A generalized method toward drug-target interaction prediction via low-rank matrix projection | Jun 6, 2017 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 0 |
| Turbulence correction with artificial neural networks | Jun 19, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Debugging Machine Learning Pipelines | Feb 11, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Automatic Generation of Machine Learning Synthetic Data Using ROS | Jun 8, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 |